forked from Huxpro/huxblog-boilerplate
-
Notifications
You must be signed in to change notification settings - Fork 2
/
Copy pathindex.html
636 lines (448 loc) · 25.2 KB
/
index.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
<html>
<head>
<!-- Google tag (gtag.js) -->
<script async src="https://www.googletagmanager.com/gtag/js?id=G-EWB73JXBN5"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());
gtag('config', 'G-EWB73JXBN5');
</script>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8">
<meta name="description" content="Homepage of KABI">
<link rel="stylesheet" href="./files/jemdoc.css" type="text/css">
<title>Guanting Dong's Homepage|董冠霆的个人主页</title>
<style>
body {
max-width: 1000px; /* Increased from default */
margin: 0 auto; /* Centers the content */
padding: 20px; /* Added some padding */
}
#layout-content {
width: 100%; /* Full width of the body */
}
table {
width: 100%; /* Full width table */
}
</style>
</head>
<body>
<div id="layout-content" style="margin-top:25px">
<table><tbody><tr>
<td width="670">
<div id="toptitle"><h1>Guanting Dong (董冠霆) </h1></div>
<h3>Ph.D. Student</h3>
<p>
Dept. of Artificial Intelligence <br>
Renmin University of China (RUC) <br>
Beijing, China, 100084. <br>
WeChat: dongguanting990611 <br>
Email: <a href="mailto:[email protected]">[email protected]</a> <br>
<a href="https://github.com/dongguanting">[Github]</a>
<a href="https://scholar.google.com/citations?user=amozZDkAAAAJ&hl=zh-CN&oi=ao">[Google Scholar]</a>
<a href="https://www.semanticscholar.org/author/Guanting-Dong/51490462?sort=influence">[Semantic Scholar]</a>
<a href="https://dblp.org/pid/227/7667.html">[DBLP]</a>
<a href="https://twitter.com/kakakbibibi">[Twitter]</a>
<a href="https://www.zhihu.com/people/kakakakabi/posts">[知乎]</a>
</p>
</td>
<td><img src="./files/photo.jpg" border="0" width="120"></td>
</tr></tbody></table>
<h2>About</h2>
<p>I am a first-year Ph.D. student at the <a href="http://ai.ruc.edu.cn/">Gaoling School of Artificial Intelligence</a>, Renmin University of China, fortunate to be co-advised by <a href="http://playbigdata.ruc.edu.cn/dou/">Prof. Zhicheng Dou</a> and <a href="https://scholar.google.com/citations?user=tbxCHJgAAAAJ&hl=zh-CN">Prof. Jirong Wen</a>. Previously, I received M.Eng (2024) and B.Eng (2021) degrees in Information and Communication Engineering from Beijing University of Posts and Telecommunications(BUPT)</a>, advised by <a href="https://pris-nlp.github.io/en/author/weiran-xu/">Prof. Weiran Xu</a>.</p>
<p> Currently, My research interests focus on
<ul>
<li>
Retrieval Augmented Generation
</li>
<li>
Alignment for Large Language Models
</li>
<li>
Large Language Models Reasoning
</li>
</ul>
<p> My long-term goal is to explore an automated, scalable, and safe way that fosters exceptional intelligence to achieve AGI.
<h2>News</h2>
<ul>
<li><strong>[2024-02]</strong> Our modular tookit <a href='https://arxiv.org/pdf/2405.13576'>⚡FlashRAG</a > currently supports a range of multimodal retrievers and generators, please check it out!</li>
<li><strong>[2024-01]</strong> <a href='https://arxiv.org/pdf/2406.18676'>DPA-RAG</a > has been accepted by WWW 2025, which is designed to align diverse preferences within RAG systems.</li>
<li><strong>[2025-01]</strong> We release <a href='https://arxiv.org/pdf/2501.05366'>Search-o1</a >, leveraging agentic search mechanism to enhance o1-like large reasoning models! </li>
<li><strong>[2025-01]</strong> Two papers have been accepted by ICLR 2025! <a href='https://arxiv.org/pdf/2406.13542'>AUTOIF</a > is the secret behind <img src="./files/qwen_logo.webp" style="width: 1em;" /> Qwen's instruction-following alignment.</li>
<li><strong>[2024-12]</strong> Honored to be a contributor to the Qwen2.5 <img src="./files/qwen_logo.webp" style="width: 1em;" />, a series of LLMs designed to meet diverse needs! </li>
<li><strong>[2024-12]</strong> <a href='https://arxiv.org/abs/2410.09584'>FollowRAG</a > has been accepted by AAAI 2025, which is dedicated to developing a reliable instruction-following RAG system.</li>
<li><strong>[2024-09]</strong> Glad to be a Ph.D. student at GSAI, Renmin University of China. </li>
<li><strong>[2024-09]</strong> Two papers have been accepted by EMNLP 2024!</li>
<li><strong>[2024-07]</strong> We release our technical report of Qwen2 <img src="./files/qwen_logo.webp" style="width: 1em;" />. a large-scale language model developed by Alibaba Group. </li>
<li><strong>[2024-05]</strong> Four papers have been accepted by ACL 2024! Looking forward to seeing you in Bangkok! </li>
<li><strong>[2024-02]</strong> One paper have been accepted by NAACL 2024! </li>
</ul>
<h2>Experiences</h2>
<strong>Academia</strong>
<ul>
<li>[2024.9 - Now] <img style="width: 1em;"src="./files/ruc.webp"> Ph.D. at Renmin University of China</li>
<li>[2021.9 - 2024.6]<img style="width: 1em;"src="./files/bupt.webp"> M.S. at Beijing University of Posts and Telecommunications</li>
<li style="margin-left: 40px;">[2018.7 - 2018.8] <img style="width: 1em;"src="./files/oxford.webp"> Summer Exchange Internship at University of Oxford, UK</li>
<li>[2017.9 - 2021.6] <img style="width: 1em;"src="./files/bupt.webp"> B.S. at Beijing University of Posts and Telecommunications</li>
</ul>
<strong>Industry</strong>
<ul>
<li>[2023.6 - 2024.8] <img style="width: 2.4em;"src="./files/alibaba.png"> Alibaba, Qwen Team, Research Intern on Alignment & Reasoning of Large Language Models</li>
<li>[2022.9 - 2023.5] <img style="width: 2.4em;"src="./files/meituan.png"> Meituan, NLP Center, Research Intern on Knowledge Augmented Generation</li>
</ul>
<h2>Selected Publications</h2>
(* denotes equal contributions)<br>
<h3>As the Core Author.</h3>
<strong>-2025-</strong>
<ul><li><p>Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation<br />
<strong>Guanting Dong</strong>, Yutao Zhu, Chenghao Zhang, Zechen Wang, Zhicheng Dou, Ji-Rong Wen<br />
WWW 2025 <span style="color: #A40000;">(CCF-A)</span>.
<a href='https://arxiv.org/pdf/2406.18676'>[paper]</a >
<a href='https://github.com/dongguanting/DPA-RAG'>[code]</a >
<a href='https://mp.weixin.qq.com/s/GddtwVZBWlGVpugVHTjUOQ'>[blog]</a><br>
</li>
</ul>
<ul><li><p>Toward General Instruction-Following Alignment for Retrieval-Augmented Generation<br />
<strong>Guanting Dong</strong>, Xiaoshuai Song, Yutao Zhu, Runqi Qiao, Zhicheng Dou, Ji-Rong Wen<br />
AAAI 2025 <span style="color: #A40000;">(CCF-A)</span>.
<a href='https://arxiv.org/abs/2410.09584'>[paper]</a >
<a href='https://followrag.github.io/'>[homepage]</a >
<a href='https://github.com/dongguanting/FollowRAG'>[code]</a >
<a href='https://huggingface.co/datasets/dongguanting/VIF-RAG-QA-110K'>[dataset]</a>
<a href='https://zhuanlan.zhihu.com/p/15652951301'>[blog]</a><br>
</li>
</ul>
<ul><li><p>Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models<br />
<strong>Guanting Dong</strong>, Keming Lu, Chengpeng Li, Tingyu Xia, Bowen Yu, Chang Zhou, Jingren Zhou<br />
ICLR 2025 <span style="color: #A40000;">(Spotlight, Top 5% of all papers)</span>.
<a href='https://arxiv.org/pdf/2406.13542'>[paper]</a >
<a href='https://github.com/QwenLM/AutoIF'>[code]</a >
<a href='https://zhuanlan.zhihu.com/p/707012952'>[blog]</a><br>
</li>
</ul>
<ul><li><p>CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery<br />
Xiaoshuai Song, Muxi Diao, <strong>Guanting Dong</strong>, Zhengyang Wang, Yujia Fu, Runqi Qiao, Zhexu Wang, Dayuan Fu, Huangxuan Wu, Bin Liang, Weihao Zeng, Yejie Wang, Zhuoma GongQue, Jianing Yu, Qiuna Tan, Weiran Xu<br />
ICLR 2025
<a href='https://arxiv.org/pdf/2406.08587'>[paper]</a >
<a href='https://csbench.github.io/'>[homepage]</a >
<a href='https://github.com/csbench/csbench'>[code]</a >
<a href='https://huggingface.co/datasets/CS-Bench/CS-Bench'>[dataset]</a >
<a href='https://mp.weixin.qq.com/s/9DDSbKJt3rYisJi95fJ46w'>[blog]</a><br>
</li>
</ul>
<strong>-2024-</strong>
<ul><li><p>How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition<br />
<strong>Guanting Dong</strong>, Hongyi Yuan, Keming Lu, Chengpeng Li, Mingfeng Xue, Dayiheng Liu, Wei Wang, Zheng Yuan, Chang Zhou, Jingren Zhou<br />
ACL 2024 <span style="color: #A40000;">(CCF-A)</span>.
<a href='https://arxiv.org/pdf/2310.05492.pdf'>[paper]</a>
<a href='https://mp.weixin.qq.com/s/3RIBzuVlK0qHbO_Q04s-cw'>[blog]</a><br>
</li>
</ul>
<ul><li><p>Noise-BERT: A Unified Perturbation-Robust Framework with Noise Alignment Pre-training for Noisy Slot Filling Task<br />
Jinxu Zhao, <strong>Guanting Dong∗</strong>, Yueyan Qiu, Tingfeng Hui, Xiaoshuai Song, Daichi Guo, Weiran Xu<br />
ICASSP 2024 <span style="color: #A40000;">(CCF-B)</span>.
<a href='https://arxiv.org/pdf/2402.14494.pdf'>[paper]</a>
</li>
</ul>
<strong>-2023-</strong>
<ul><li><p>DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task<br />
<strong>Guanting Dong</strong>, Tingfeng Hui, Zhuoma GongQue, Jinxu Zhao, Daichi Guo, Gang Zhao, Keqing He, Weiran Xu<br />
Findings of EMNLP 2023 (Shot Paper).
<a href='https://aclanthology.org/2023.findings-emnlp.705.pdf'>[paper]</a>
<a href='https://github.com/dongguanting/Demo-NSF'>[code]</a>
<a href='https://mp.weixin.qq.com/s/zkdUkybrTafPQR9wpVmi3w'>[blog]</a><br>
</li>
</ul>
<ul><li><p>Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking<br />
Yuxiang Wu, <strong>Guanting Dong*</strong>, Weiran Xu<br />
Findings of EMNLP 2023 (Short Paper).
<a href='https://aclanthology.org/2023.findings-emnlp.741.pdf'>[paper]</a>
<a href='https://github.com/ToLightUpTheSky/ParsingDST'>[code]</a> <br>
</li>
</ul>
<ul><li><p>A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER<br />
<strong>Guanting Dong</strong>, Zechen Wang, Jinxu Zhao, Gang Zhao, Daichi Guo, Dayuan Fu, Tingfeng Hui, Chen Zeng, Keqing He, Xuefeng Li, Liwen Wang, Xinyue Cui, Weiran Xu<br />
CIKM 2023 (Oral) <span style="color: #A40000;">(CCF-B)</span>.
<a href='https://arxiv.org/pdf/2308.14533.pdf'>[paper]</a>
<a href='https://github.com/dongguanting/MSDP-Fewshot-NER'>[code]</a> <br>
</li>
</ul>
<ul><li><p>Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA<br />
<strong>Guanting Dong</strong>, Rumei Li, Sirui Wang, Yupeng Zhang, Yunsen Xian, Weiran Xu<br />
CIKM 2023 (Short Paper).
<a href='https://arxiv.org/pdf/2308.14436.pdf'>[paper]</a>
<a href='https://github.com/dongguanting/SKP-for-KBQA'>[code]</a> <br>
</li>
</ul>
<ul><li><p>Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task<br />
<strong>Guanting Dong</strong>, Jinxu Zhao, Tingfeng Hui, Daichi Guo, Wenlong Wang, Boqi Feng, Yueyan Qiu, Zhuoma Gongque, Keqing He, Zechen Wang, Weiran Xu<br />
NLPCC 2023 (Oral) <span style="color: #A40000;">(CCF-C)</span>.
<a href='https://arxiv.org/pdf/2310.06504.pdf'>[paper]</a>
<a href='https://github.com/dongguanting/Noise-Slot-Filling-LLM'>[code]</a> <br>
</li>
</ul>
<ul><li><p>Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting<br />
Xuefeng Li, Liwen Wang, <strong>Guanting Dong*</strong>, Keqing He, Jinzheng Zhao, Hao Lei, Jiachi Liu, Weiran Xu<br />
Findings of ACL 2023 (Short Paper).
<a href='https://aclanthology.org/2023.findings-acl.52.pdf'>[paper]</a>
<a href='https://github.com/LiXuefeng2020ai/GZPL'>[code]</a> <br>
</li>
</ul>
<ul><li><p>A Prototypical Semantic Decoupling Method via Joint Contrastive Learning for Few-Shot Named Entity Recognition<br />
<strong>Guanting Dong</strong>, Zechen Wang, Liwen Wang, Daichi Guo, Dayuan Fu, Yuxiang Wu, Chen Zeng, Xuefeng Li, Tingfeng Hui, Keqing He, Xinyue Cui, Qixiang Gao, Weiran Xu<br />
ICASSP 2023 <span style="color: #A40000;">(CCF-B)</span>.
<a href='https://ieeexplore.ieee.org/abstract/document/10095149'>[paper]</a>
</li>
</ul>
<ul><li><p>Revisit Out-Of-Vocabulary Problem For Slot Filling: A Unified Contrastive Framework With Multi-Level Data Augmentations<br />
Daichi Guo, <strong>Guanting Dong*</strong>, Dayuan Fu, Yuxiang Wu, Chen Zeng, Tingfeng Hui, Liwen Wang, Xuefeng Li, Zechen Wang, Keqing He, Xinyue Cui, Weiran Xu<br />
ICASSP 2023 <span style="color: #A40000;">(CCF-B)</span>.
<a href='https://ieeexplore.ieee.org/abstract/document/10094766/'>[paper]</a>
</li>
</ul>
<strong>-2022-</strong>
<ul><li><p>Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking<br />
Gao Qixiang, <strong>Guanting Dong*</strong>, Yutao Mou, Liwen Wang, Chen Zeng, Daichi Guo, Mingyang Sun, Weiran Xu<br />
EMNLP 2022 (Oral) (Short Paper).
<a href='https://aclanthology.org/2022.emnlp-main.157.pdf'>[paper]</a>
</li>
</ul>
<ul><li><p>Entity-level Interaction via Heterogeneous Graph for Multimodal Named Entity Recognition<br />
Gang Zhao, <strong>Guanting Dong</strong>, Yidong Shi, Haolong Yan, Weiran Xu, Si Li<br />
Findings of EMNLP 2022 (Short Paper).
<a href='https://aclanthology.org/2022.findings-emnlp.473.pdf'>[paper]</a>
<a href='https://github.com/GangZhao98/GEI'>[code]</a> <br>
</li>
</ul>
<ul><li><p>PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling<br />
<strong>Guanting Dong</strong>, Daichi Guo, Liwen Wang, Xuefeng Li, Zechen Wang, Chen Zeng, Keqing He, Jinzheng Zhao, Hao Lei, Xinyue Cui, Yi Huang, Junlan Feng, Weiran Xu<br />
COLING 2022 (Short Paper).
<a href='https://aclanthology.org/2022.coling-1.473.pdf'>[paper]</a>
</li>
</ul>
<hr>
<h3>As a Co-author.</h3>
<strong>-2025-</strong>
<ul><li><p>CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation<br />
Yiruo Cheng, Kelong Mao, Ziliang Zhao, <strong>Guanting Dong</strong>, Hongjin Qian, Yongkang Wu, Tetsuya Sakai, Ji-Rong Wen, Zhicheng Dou<br />
Findings of NAACL 2025.
<a href='https://arxiv.org/pdf/2410.23090'>[paper]</a >
<a href='https://github.com/Ariya12138/CORAL'>[code]</a >
</li>
</ul>
<ul><li><p>⚡FlashRAG: A Python Toolkit for Efficient RAG Research<br />
Jiajie Jin, Yutao Zhu, <strong>Guanting Dong</strong>, Yuyao Zhang, Xinyu Yang, Chenghao Zhang, Tong Zhao, Zhao Yang, Zhicheng Dou, Ji-Rong Wen <br />
WWW 2025 (Resource Track).
<a href='https://arxiv.org/pdf/2405.13576'>[paper]</a >
<a href='https://ruc-nlpir.github.io/FlashRAG/#/'>[homepage]</a >
<a href='https://github.com/RUC-NLPIR/FlashRAG'>[code]</a >
<a href='https://huggingface.co/datasets/RUC-NLPIR/FlashRAG_datasets'>[Dataset]</a><br>
</li>
</ul>
<ul><li><p>Knowledge Editing on Black-box Large Language Models<br />
Xiaoshuai Song, Zhengyang Wang, Keqing He, <strong>Guanting Dong</strong>, Jinxu Zhao, Weiran Xu<br />
WWW 2025 <span style="color: #A40000;">(CCF-A)</span>.
<a href='https://arxiv.org/pdf/2402.08631.pdf'>[paper]</a>
<a href='https://github.com/songxiaoshuai/postEdit'>[code]</a>
<a href='https://mp.weixin.qq.com/s/KUIAugOzQzcbfPc4jlGeuQ'>[blog]</a><br>
</li>
</ul>
<ul><li><p>INSNER: A generative instruction-based prompting method for boosting performance in few-shot NER<br />
Peiwen Zhao, Chong Feng, Peiguang Li, <strong>Guanting Dong</strong>, Sirui Wang<br />
Information Processing & Management <span style="color: #A40000;">(SCI-Q1)</span>.
<a href='https://www.sciencedirect.com/science/article/abs/pii/S0306457324003996'>[paper]</a >
</li>
</ul>
<strong>-2024-</strong>
<ul><li><p>MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making<br />
Dayuan Fu, Biqing Qi, Yihuai Gao, Che Jiang, <strong>Guanting Dong</strong>, Bowen Zhou<br />
EMNLP 2024 <span style="color: #A40000;">(CCF-B)</span>.
<a href='https://arxiv.org/pdf/2409.16686'>[paper]</a >
</li>
</ul>
<ul><li><p>MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning<br />
Chengpeng Li, Zheng Yuan, Hongyi Yuan, <strong>Guanting Dong</strong>, Keming Lu, Jiancan Wu, Chuanqi Tan, Xiang Wang, Chang Zhou<br />
ACL 2024 <span style="color: #A40000;">(CCF-A)</span>.
<a href='https://arxiv.org/pdf/2310.05506.pdf'>[paper]</a>
<a href='https://github.com/LHRLAB/ChatKBQA'>[code]</a>
<a href='https://zhuanlan.zhihu.com/p/663463273'>[blog]</a><br>
</li>
</ul>
<ul><li><p>ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models
<br />
Haoran Luo, Haihong E, Zichen Tang, Shiyao Peng, Yikai Guo, Wentai Zhang, Chenghao Ma, <strong>Guanting Dong</strong>, Meina Song, Wei Lin<br />
Findings of ACL 2024.
<a href='https://arxiv.org/pdf/2310.08975'>[paper]</a>
<a href='https://github.com/OFA-Sys/gsm8k-ScRel'>[code]</a>
<a href='https://mp.weixin.qq.com/s/rBioXGaCefgOJnrkcSOs3A'>[blog]</a><br>
</li>
</ul>
<ul><li><p>DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning<br />
Yejie Wang, Keqing He, <strong>Guanting Dong</strong>, Pei Wang, Weihao Zeng, Muxi Diao, Yutao Mou, Mengdi Zhang, Jingang Wang, Xunliang Cai, Weiran Xu<br />
ACL 2024 <span style="color: #A40000;">(CCF-A)</span>.
<a href='https://arxiv.org/pdf/2402.09136.pdf'>[paper]</a>
</li>
</ul>
<strong>-2023-</strong>
<ul><li><p>Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT<br />
Xiaoshuai Song, Keqing He, Pei Wang, <strong>Guanting Dong</strong>, Yutao Mou, Jingang Wang, Yunsen Xian, Xunliang Cai, Weiran Xu<br />
EMNLP 2024 <span style="color: #A40000;">(CCF-B)</span>.
<a href='https://aclanthology.org/2023.emnlp-main.636.pdf'>[paper]</a>
<a href='https://github.com/songxiaoshuai/OOD-Evaluation'>[code]</a>
</li>
</ul>
<ul><li><p>Pay Attention to Implicit Attribute Values: A Multi-modal Generative Framework for AVE Task<br />
Yupeng Zhang, Shensi Wang, Peiguang Li, <strong>Guanting Dong</strong>, Sirui Wang, Yunsen Xian, Zhoujun Li, Hongzhi Zhang<br />
Findings of ACL 2023 (Short Paper).
<a href='https://aclanthology.org/2023.findings-acl.831/'>[paper]</a>
<a href='https://github.com/G0vi/DEFLATE'>[code]</a>
<a href='https://mp.weixin.qq.com/s/KUIAugOzQzcbfPc4jlGeuQ'>[blog]</a><br>
</li>
</ul>
<strong>-2022-</strong>
<ul><li><p>A Robust Contrastive Alignment Method for Multi-domain Text Classification<br />
Xuefeng Li, Hao Lei, Liwen Wang, <strong>Guanting Dong</strong>, Jinzheng Zhao, Jiachi Liu, Weiran Xu, Chunyun Zhang<br />
ICASSP 2022 <span style="color: #A40000;">(CCF-B)</span>.
<a href='https://ieeexplore.ieee.org/abstract/document/9747192'>[paper]</a>
</li>
</ul>
<h2>Selected Preprints</h2>
(* denotes equal contributions)<br>
<strong>-2025-</strong>
<ul><li><p>Search-o1: Agentic Search-Enhanced Large Reasoning Models<br />
Xiaoxi Li, <strong>Guanting Dong</strong>, Jiajie Jin, Yuyao Zhang, Yujia Zhou, Yutao Zhu, Peitian Zhang, Zhicheng Dou<br />
Arxiv.
<a href='https://arxiv.org/pdf/2501.05366'>[paper]</a >
<a href='https://search-o1.github.io/'>[homepage]</a >
<a href='https://github.com/sunnynexus/Search-o1'>[code]</a >
<a href='https://mp.weixin.qq.com/s/gqnGyMM_KYYwDbHyWkIIuw'>[blog]</a><br>
</li>
</ul>
</ul>
<ul><li><p>Progressive Multimodal Reasoning via Active Retrieval<br />
<strong>Guanting Dong</strong>, Chenghao Zhang, Mengjie Deng, Yutao Zhu, Zhicheng Dou, Ji-Rong Wen<br />
Arxiv.
<a href='https://arxiv.org/pdf/2412.14835'>[paper]</a >
<a href='https://zhuanlan.zhihu.com/p/15638015036'>[blog]</a><br>
</li>
</ul>
<strong>-2024-</strong>
<ul><li><p><img src="./files/qwen_logo.webp" style="width: 1em;" /> Qwen2.5 Technical Report<br />
Qwen Team (129 authors including <strong>Guanting Dong</strong>)<br />
Arxiv.
<a href='https://arxiv.org/pdf/2412.15115'>[paper]</a >
<a href='https://github.com/QwenLM/Qwen2.5'>[code]</a >
<a href='https://huggingface.co/Qwen'>[model]</a >
<a href='https://modelscope.cn/organization/qwen'>[modelscope]</a >
<a href='https://qwenlm.github.io/blog/qwen2.5/'>[blog]</a><br>
</li>
</ul>
<ul><li><p><img src="./files/qwen_logo.webp" style="width: 1em;" /> Qwen2 Technical Report<br />
Qwen Team (64 authors including <strong>Guanting Dong</strong>)<br />
Arxiv.
<a href='https://arxiv.org/pdf/2407.10671'>[paper]</a >
<a href='https://github.com/QwenLM/Qwen2'>[code]</a >
<a href='https://huggingface.co/Qwen'>[model]</a >
<a href='https://qwenlm.github.io/blog/qwen2/'>[blog]</a><br>
</li>
</ul>
<ul><li><p>DotaMath: Decomposition of Thought with Code Assistance and Self-correction for Mathematical Reasoning<br />
Chengpeng Li, <strong>Guanting Dong</strong>, Mingfeng Xue, Ru Peng, Xiang Wang, Dayiheng Liu<br />
Arxiv.
<a href='https://arxiv.org/pdf/2407.04078'>[paper]</a >
<a href='https://github.com/ChengpengLi1003/DotaMath'>[code]</a >
<a href='https://huggingface.co/datasets/dongguanting/DotamathQA'>[dataset]</a >
<a href='https://mp.weixin.qq.com/s/pH-A9MuDCCDaeOseeogghQ'>[blog]</a><br>
</li>
</ul>
<ul><li><p>Smaller Language Models Are Better Instruction Evolvers<br />
Tingfeng Hui, Lulu Zhao, <strong>Guanting Dong</strong>, Yaqi Zhang, Hua Zhou, Sen Su<br />
Arxiv.
<a href='https://arxiv.org/pdf/2412.11231'>[paper]</a >
<a href='https://github.com/HypherX/Evolution-Analysis'>[code]</a >
<a href='https://zhuanlan.zhihu.com/p/15668033358'>[blog]</a><br>
</li>
</ul>
<strong>-2023-</strong>
<ul><li><p>Scaling relationship on learning mathematical reasoning with large language models<br />
Zheng Yuan, Hongyi Yuan, Chengpeng Li, <strong>Guanting Dong</strong>, Chuanqi Tan, Chang Zhou<br />
Arxiv.
<a href='https://arxiv.org/pdf/2308.01825.pdf'>[paper]</a>
<a href='https://github.com/OFA-Sys/gsm8k-ScRel'>[code]</a>
<a href='https://zhuanlan.zhihu.com/p/648000801'>[blog]</a><br>
</li>
</ul>
<ul><li><p>InstructERC: Reforming Emotion Recognition in Conversation with a Retrieval Multi-task LLMs Framework<br />
Shanglin Lei,<strong>Guanting Dong*</strong>, Xiaoping Wang, Keheng Wang, Sirui Wang<br />
Arxiv.
<a href='https://arxiv.org/pdf/2309.11911.pdf'>[paper]</a>
<a href='https://github.com/LIN-SHANG/InstructERC'>[code]</a>
<a href='https://mp.weixin.qq.com/s/Jj4Cf4xDmykeEYTvzNoFYg'>[blog]</a><br>
</li>
</ul>
<ul><li><p>We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?<br />
Runqi Qiao, Qiuna Tan, <strong>Guanting Dong</strong>, Minhui Wu, Chong Sun, Xiaoshuai Song, Zhuoma GongQue, Shanglin Lei, Zhe Wei, Miaoxuan Zhang, Runfeng Qiao, Yifan Zhang, Xiao Zong, Yida Xu, Muxi Diao, Zhimin Bao, Chen Li, Honggang Zhang<br />
Arxiv.
<a href='https://arxiv.org/pdf/2407.01284'>[paper]</a >
<a href='https://we-math.github.io/'>[homepage]</a >
<a href='https://github.com/We-Math/We-Math'>[code]</a >
<a href='https://huggingface.co/datasets/We-Math/We-Math'>[dataset]</a >
<a href='https://mp.weixin.qq.com/s/uU1lZV0Ymj31cmZryhffyQ'>[blog]</a><br>
</li>
</ul>
<h2>Honors & Awards</h2>
<ul>
<!-- <li>
<strong>China National Scholarship</strong>, 2023
</li> -->
<li>
<strong>
<a href="http://ai.ruc.edu.cn/newslist/notice/20240301100.html">1st Place in the PhD Entrance Exam (Preliminary) at the GSAI, Renmin University of China</a>
</strong>, 2024
</li>
<li>
<strong>
<a href="https://jw.beijing.gov.cn/tzgg/202410/t20241010_3916096.html">Outstanding Graduates of Beijing(Top 1%)</a>
</strong>, 2024
</li>
<li>
<strong>
<a href="https://mp.weixin.qq.com/s/FhWj5PFPdgBfzp2QI8F28Q">National Scholarship for Master Students(Top 1%)</a>
</strong>, 2023
</li>
<li>
<strong>Outstanding Graduate of Master Students(Top 5%), BUPT</strong>, 2023
</li>
<li>
<strong>Excellent First-class Scholarship for Master Students, BUPT(Two times)</strong>, 2021, 2022
</li>
<li>
<strong>
<a href="http://seretod.org/Challenge.html">1st Award on track 2 of SereTOD Challenge, EMNLP 2022</a>
</strong>, 2022
</li>
<li>
<strong>Gold Award for College Music Festival Instrumental Performance, Beijing</strong>, 2021
</li>
<li>
<strong>The Mathematical Contest in Modeling, Honorable Mention</strong>, 2021
</li>
</ul>
<h2>Services</h2>
<li>
<strong>PC Reviewer for</strong>: ACL, EMNLP, NAACL, COLING<br />
</li>
<li>
<strong>Reviewer for</strong>: ICLR, WWW, ACL, EMNLP, NAACL, COLING<br />
</li>
<div id="footer">
<div id="footer-text"></div>
</div>
© 2023 Guanting Dong <br>
<script async src="//busuanzi.ibruce.info/busuanzi/2.3/busuanzi.pure.mini.js">
</script>
总访问量<span id="busuanzi_value_site_pv"></span>次 <br>
总访客数<span id="busuanzi_value_site_uv"></span>人次 <br>
<a href="https://clustrmaps.com/site/1blbh" title="Visit tracker for kunkuang.github.io"><img src="//www.clustrmaps.com/map_v2.png?d=Z8dyJa5Yjz2Z_i_LEAbfY0-TbrPurcZYl5i6ii_5Xbw&cl=ffffff" /></a>
</body>
</html>